Arti
Community@tondevrel
contributor at @null-shot @evaafi
Agent Skills by Arti
Showing 70 vetted skills indexed across 1 GitHub repositories.
tondevrelnumpy-low-level
Manipulate NumPy array memory layout, strides, and C-level interfaces.
tondevrelpyproj
Perform cartographic projections and coordinate transformations between Coordinate Reference Systems.
tondevrelfastapi-streamlit
Deploy scientific models as FastAPI REST APIs and Streamlit dashboards.
tondevrelrasterio
Read and write georeferenced raster data with a Pythonic GDAL interface.
tondevrelpandas-performance
Optimize pandas DataFrames for memory and speed on large datasets.
tondevrelspacy-nltk
Tokenize, lemmatize, tag, and extract named entities from text with spaCy and NLTK.
tondevrelnetworkx
Create and analyze complex networks with Python graph algorithms.
tondevrelshapely
Manipulate and analyze planar geometric objects using Python.
tondevrelmne
Analyze EEG and MEG data with filtering, epoching, and source localization.
tondevrelqiskit
Guide Qiskit quantum circuit design, algorithms, simulation, and noise modeling.
tondevrelexample-skill
Create new agent skills using a standardized template structure.
tondevrelpymc
Build Bayesian models with PyMC and NumPyro for MCMC inference.
tondevrelsympy
Provide expert-level assistance for SymPy symbolic mathematics in Python.
tondevrelpytorch-research
Implement custom Autograd functions and DDP for PyTorch research.
tondevrelase
Build, manipulate, and analyze atomic structures for atomistic simulations.
tondevreldask
Scale NumPy, pandas, and scikit-learn across clusters for out-of-core data processing.
tondevrelgeopandas
Perform spatial joins and coordinate transformations on geospatial data in Python.
tondevrelxgboost-lightgbm
Train XGBoost and LightGBM models for classification and regression on tabular data.
tondevrelseaborn
Create statistical graphics from Pandas DataFrames using a high-level Python interface.
tondevrelopenbabel
Convert chemical structures between over 110 file formats and generate 3D coordinates.
tondevrelqiskit-hardware
Execute Qiskit circuits on IBM Quantum backends with error mitigation.
tondevrelpydicom
Read, write, and modify DICOM datasets including pixel data and metadata tags.
tondevrelcobrapy
Model cellular metabolism with COBRApy for flux balance analysis and gene knockout simulations.
tondevrelprody
Analyze protein dynamics and structure using Normal Mode Analysis with ANM and GNM models.